Hardware-in-the-loop simulation platform for image-based object tracking method using small UAV

S. Cheon, S. Ha, Y. Moon
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引用次数: 8

Abstract

In this paper, a hardware-in-the loop simulation (HILS) platform is presented for verifying the image-based object tracking method adopted in the small Unmanned Aerial Vehicle (sUAV). The platform is constructed by image processing module, scene generation module, and flight control module. In the image processing module, the motion of target object is measured by using the speeded-up robust features (SURF) algorithm and the feature matching technique. And then, control command is provided to allow the target object to be tracked by sUAV automatically. The JMAVSIM software developed by PX4 dev-team is used in the proposed platform to simulate the flight of sUAV and provide virtual scene and flight data. Pixhawk based on PX4 firmware which is a popular flight control computer is used as flight control module in the proposed platform. Experimental results show that the object tracking method based on sUAV is effectively tested and evaluated in the proposed HILS platform.
基于图像的小型无人机目标跟踪方法的硬件在环仿真平台
本文提出了一个硬件在环仿真(HILS)平台,用于验证小型无人机(sUAV)采用的基于图像的目标跟踪方法。该平台由图像处理模块、场景生成模块和飞控模块组成。在图像处理模块中,采用加速鲁棒特征(SURF)算法和特征匹配技术对目标物体的运动进行测量。然后,提供控制命令,使无人机能够自动跟踪目标物体。该平台采用PX4开发团队开发的JMAVSIM软件进行无人机飞行仿真,提供虚拟场景和飞行数据。该平台采用基于PX4固件的流行飞控计算机Pixhawk作为飞控模块。实验结果表明,基于小无人机的目标跟踪方法在HILS平台上得到了有效的测试和评估。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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